Ángel Cruz-Roa

Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks

Ángel Cruz-Roa, Ajay Basavanhally, Fabio A. González et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2014 · 588 citations

Computing, Computer Science, Pathology +17

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

Ángel Cruz-Roa, Hannah Gilmore, Ajay Basavanhally et al. · Scientific Reports · 2017 · 542 citations · Full text

Computing, Computer Science, Pathology +17

Assessment of algorithms for mitosis detection in breast cancer histopathology images

Mitko Veta, P. J. van Diest, Stefan M. Willems et al. · Medical Image Analysis · 2014 · 472 citations · Full text

Medicine, Oncology, Pathology +14

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

Ángel Cruz-Roa, John Arévalo, Anant Madabhushi et al. · Lecture notes in computer science · 2013 · 400 citations · Full text

Computing, Computer Science, Oncology +17

Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features

Haibo Wang, Ángel Cruz-Roa, Ajay Basavanhally et al. · Journal of Medical Imaging · 2014 · 349 citations · Full text

Computing, Computer Science, Pathology +17